
"""simple docstring"""



import inspect
import os
import unittest
from pathlib import Path

import torch

import accelerate
from accelerate.test_utils import execute_subprocess_async
from accelerate.test_utils.testing import run_command




class 		a_    (			unittest.TestCase						):
    a   :					Union[str, Any]			     =					inspect.getfile(accelerate.test_utils						)
    a   :					List[str]			     =					os.path.sep.join(mod_file.split(os.path.sep						)[:-1] + ['scripts', 'test_cli.py']						)

    a   :					Any			     =					['accelerate', 'launch']
    a   :					Optional[Any]			     =					Path.home() / '.cache/huggingface/accelerate'
    a   :					Optional[Any]			     =					'default_config.yaml'
    a   :					Optional[int]			     =					config_folder / config_file
    a   :					Optional[Any]			     =					config_folder / '_default_config.yaml'

    a   :					Any			     =					Path('tests/test_configs'						)







    @classmethod
    def   _snake_case       (      cls      :							int  )		->Any:






        '''simple docstring'''






        if cls.config_path.is_file():
            cls.config_path.rename(cls.changed_path  )







    @classmethod
    def   _snake_case       (      cls      :							List[Any]  )		->Dict:






        '''simple docstring'''






        if cls.changed_path.is_file():
            cls.changed_path.rename(cls.config_path  )







    def   _snake_case       (      self      :							Any  )		->List[str]:






        '''simple docstring'''






        _UpperCAmelCase        = self.base_cmd
        if torch.cuda.is_available() and (torch.cuda.device_count() > 1):
            cmd += ["--multi_gpu"]
        execute_subprocess_async(cmd + [self.test_file_path]  ,       env=os.environ.copy()  )







    def   _snake_case       (      self      :							Tuple  )		->Dict:






        '''simple docstring'''






        for config in sorted(self.test_config_path.glob("""**/*.yaml"""  )  ):
            with self.subTest(config_file=__UpperCamelCase  ):
                execute_subprocess_async(
                    self.base_cmd + ["""--config_file""", str(__UpperCamelCase  ), self.test_file_path]  ,       env=os.environ.copy()  )







    def   _snake_case       (      self      :							Dict  )		->List[str]:






        '''simple docstring'''






        execute_subprocess_async(["""accelerate""", """test"""]  ,       env=os.environ.copy()  )







class 		a_    (			unittest.TestCase						):
    a   :					List[str]			     =					'test-tpu'
    a   :					Dict			     =					'us-central1-a'
    a   :					Dict			     =					'ls'
    a   :					Tuple			     =					['accelerate', 'tpu-config']
    a   :					Optional[int]			     =					'cd /usr/share'
    a   :					Optional[int]			     =					'tests/test_samples/test_command_file.sh'
    a   :					Tuple			     =					'Running gcloud compute tpus tpu-vm ssh'







    def   _snake_case       (      self      :							Optional[int]  )		->Dict:






        '''simple docstring'''






        _UpperCAmelCase        = run_command(
            self.cmd
            + ["""--command""", self.command, """--tpu_zone""", self.tpu_zone, """--tpu_name""", self.tpu_name, """--debug"""]  ,       return_stdout=__UpperCamelCase  ,       )
        self.assertIn(
            f"""{self.gcloud} test-tpu --zone us-central1-a --command {self.base_output}; ls --worker all"""  ,       __UpperCamelCase  ,       )







    def   _snake_case       (      self      :							str  )		->Union[str, Any]:






        '''simple docstring'''






        _UpperCAmelCase        = run_command(
            self.cmd
            + [
                """--config_file""",
                """tests/test_configs/0_12_0.yaml""",
                """--command""",
                self.command,
                """--tpu_zone""",
                self.tpu_zone,
                """--tpu_name""",
                self.tpu_name,
                """--debug""",
            ]  ,       return_stdout=__UpperCamelCase  ,       )
        self.assertIn(
            f"""{self.gcloud} test-tpu --zone us-central1-a --command {self.base_output}; ls --worker all"""  ,       __UpperCamelCase  ,       )







    def   _snake_case       (      self      :							int  )		->Union[str, Any]:






        '''simple docstring'''






        _UpperCAmelCase        = run_command(
            self.cmd + ["""--config_file""", """tests/test_configs/latest.yaml""", """--debug"""]  ,       return_stdout=__UpperCamelCase  )
        self.assertIn(
            f"""{self.gcloud} test-tpu --zone us-central1-a --command {self.base_output}; echo \"hello world\"; echo \"this is a second command\" --worker all"""  ,       __UpperCamelCase  ,       )







    def   _snake_case       (      self      :							Union[str, Any]  )		->Optional[int]:






        '''simple docstring'''






        _UpperCAmelCase        = run_command(
            self.cmd + ["""--config_file""", """tests/test_configs/latest.yaml""", """--command""", self.command, """--debug"""]  ,       return_stdout=__UpperCamelCase  ,       )
        self.assertIn(
            f"""{self.gcloud} test-tpu --zone us-central1-a --command {self.base_output}; ls --worker all"""  ,       __UpperCamelCase  ,       )







    def   _snake_case       (      self      :							str  )		->Tuple:






        '''simple docstring'''






        _UpperCAmelCase        = run_command(
            self.cmd
            + [
                """--config_file""",
                """tests/test_configs/latest.yaml""",
                """--command""",
                self.command,
                """--command""",
                """echo \"Hello World\"""",
                """--debug""",
            ]  ,       return_stdout=__UpperCamelCase  ,       )
        self.assertIn(
            f"""{self.gcloud} test-tpu --zone us-central1-a --command {self.base_output}; ls; echo \"Hello World\" --worker all"""  ,       __UpperCamelCase  ,       )







    def   _snake_case       (      self      :							Optional[Any]  )		->Optional[int]:






        '''simple docstring'''






        _UpperCAmelCase        = run_command(
            self.cmd
            + ["""--config_file""", """tests/test_configs/latest.yaml""", """--command_file""", self.command_file, """--debug"""]  ,       return_stdout=__UpperCamelCase  ,       )
        self.assertIn(
            f"""{self.gcloud} test-tpu --zone us-central1-a --command {self.base_output}; echo \"hello world\"; echo \"this is a second command\" --worker all"""  ,       __UpperCamelCase  ,       )







    def   _snake_case       (      self      :							Optional[int]  )		->Optional[int]:






        '''simple docstring'''






        _UpperCAmelCase        = run_command(
            self.cmd
            + [
                """--config_file""",
                """tests/test_configs/0_12_0.yaml""",
                """--command_file""",
                self.command_file,
                """--tpu_zone""",
                self.tpu_zone,
                """--tpu_name""",
                self.tpu_name,
                """--debug""",
            ]  ,       return_stdout=__UpperCamelCase  ,       )
        self.assertIn(
            f"""{self.gcloud} test-tpu --zone us-central1-a --command {self.base_output}; echo \"hello world\"; echo \"this is a second command\" --worker all"""  ,       __UpperCamelCase  ,       )







    def   _snake_case       (      self      :							List[str]  )		->Optional[int]:






        '''simple docstring'''






        _UpperCAmelCase        = run_command(
            self.cmd + ["""--config_file""", """tests/test_configs/latest.yaml""", """--install_accelerate""", """--debug"""]  ,       return_stdout=__UpperCamelCase  ,       )
        self.assertIn(
            f"""{self.gcloud} test-tpu --zone us-central1-a --command {self.base_output}; pip install accelerate -U; echo \"hello world\"; echo \"this is a second command\" --worker all"""  ,       __UpperCamelCase  ,       )







    def   _snake_case       (      self      :							List[Any]  )		->Dict:






        '''simple docstring'''






        _UpperCAmelCase        = run_command(
            self.cmd
            + [
                """--config_file""",
                """tests/test_configs/latest.yaml""",
                """--install_accelerate""",
                """--accelerate_version""",
                """12.0.0""",
                """--debug""",
            ]  ,       return_stdout=__UpperCamelCase  ,       )
        self.assertIn(
            f"""{self.gcloud} test-tpu --zone us-central1-a --command {self.base_output}; pip install accelerate==12.0.0; echo \"hello world\"; echo \"this is a second command\" --worker all"""  ,       __UpperCamelCase  ,       )

"""simple docstring"""



from ....configuration_utils import PretrainedConfig
from ....utils import logging


a       :						Dict       		=		logging.get_logger(__name__)

# TODO: upload to AWS
a       :						Tuple       		=		{
    '''yjernite/retribert-base-uncased''': (
        '''https://huggingface.co/yjernite/retribert-base-uncased/resolve/main/config.json'''
    ),
}




class 		a_    (			_UpperCAmelCase						):
    a   :					int			     =					'retribert'







    def __init__(      self      :							Optional[Any]  ,       __UpperCamelCase      :							Optional[Any]=3_05_22  ,       __UpperCamelCase      :							int=7_68  ,       __UpperCamelCase      :							Any=8  ,       __UpperCamelCase      :							Dict=12  ,       __UpperCamelCase      :							List[Any]=30_72  ,       __UpperCamelCase      :							List[Any]="gelu"  ,       __UpperCamelCase      :							Optional[int]=0.1  ,       __UpperCamelCase      :							int=0.1  ,       __UpperCamelCase      :							Union[str, Any]=5_12  ,       __UpperCamelCase      :							Dict=2  ,       __UpperCamelCase      :							Tuple=0.0_2  ,       __UpperCamelCase      :							List[str]=1e-12  ,       __UpperCamelCase      :							int=True  ,       __UpperCamelCase      :							str=1_28  ,       __UpperCamelCase      :							Union[str, Any]=0  ,       **__UpperCamelCase      :							Any  ,       )		->List[Any]:






        '''simple docstring'''






        super().__init__(pad_token_id=__UpperCamelCase  ,       **__UpperCamelCase  )

        _UpperCAmelCase        = vocab_size
        _UpperCAmelCase        = hidden_size
        _UpperCAmelCase        = num_hidden_layers
        _UpperCAmelCase        = num_attention_heads
        _UpperCAmelCase        = hidden_act
        _UpperCAmelCase        = intermediate_size
        _UpperCAmelCase        = hidden_dropout_prob
        _UpperCAmelCase        = attention_probs_dropout_prob
        _UpperCAmelCase        = max_position_embeddings
        _UpperCAmelCase        = type_vocab_size
        _UpperCAmelCase        = initializer_range
        _UpperCAmelCase        = layer_norm_eps
        _UpperCAmelCase        = share_encoders
        _UpperCAmelCase        = projection_dim